Digital hologram quality improvement by elimination of imaging sensor noise

Digital holography allows displaying of shape and parameters of 2D-objects and 3D-scenes. This is achieved by interference pattern recording using imaging sensors (CCD, CMOS, and etc.) and it’s further processing. In result amplitude and phase of the investigated object can be obtained. Cross-sections of registered scene or full 3D-image can be reconstructed numerically (using computer) or optically (using spatial light modulators). There are several restrictions on quality of images reconstructed from the digital holograms: speckle noise, twin image and zero order, camera’s sensor temporal noise (especially shot noise) and fixed pattern noise (especially photo response non-uniformity). The most popular methods of improvement of hologram quality are based on digital filtering techniques. In spite of quality increasing, several parameters (such as resolution or contrast) of the reconstructed images are usually a little or significantly worsened. In this work temporal and spatial noises of the sensor are accurately eliminated without digital hologram resolution worsening. Also effect of camera's noise on reconstructed images is investigated. Characteristics of cameras of different types were used. Numerical experiments were conducted using standard parameters of holographic recording setups in visible optical spectrum (532 nm). Quality of reconstructed images was estimated by the signal-tonoise ratio values. Images reconstructed from digital holograms with various temporal and fixed pattern noise values are shown. Results of improvement of quality of the digital holograms by camera’s noise elimination are presented.

[1]  Lu Rong,et al.  Coherent noise reduction in digital holographic phase contrast microscopy by slightly shifting object. , 2011, Optics express.

[2]  Ervin Kolenovic,et al.  Improvement of accuracy in digital holography by use of multiple holograms. , 2006, Applied optics.

[3]  Pavel A. Cheremkhin,et al.  Increasing signal-to-noise ratio of reconstructed digital holograms by using light spatial noise portrait of camera's photosensor , 2015, Electronic Imaging.

[4]  U. Schnars,et al.  Direct recording of holograms by a CCD target and numerical reconstruction. , 1994, Applied optics.

[5]  Ting-Chung Poon,et al.  Introduction to Modern Digital Holography: With Matlab , 2014 .

[6]  M Gross,et al.  Noise and signal scaling factors in digital holography in weak illumination: relationship with shot noise. , 2013, Applied optics.

[7]  Bahram Javidi,et al.  Compression of digital holograms for three-dimensional object reconstruction and recognition. , 2002, Applied optics.

[8]  Daniel Velásquez Prieto,et al.  Reduction of speckle noise in digital holography by using digital image processing , 2005 .

[9]  Cristina Trillo,et al.  Dimensionless formulation of the convolution and angular spectrum reconstruction methods in digital holography , 2010, Speckle: International Conference on Speckle Metrology.

[10]  Pavel A. Cheremkhin,et al.  Evaluation of Diffraction Efficiency and Image Quality in Optical Reconstruction of Digital Fresnel Holograms , 2015 .

[11]  Nitesh Pandey,et al.  Quantization noise and its reduction in lensless Fourier digital holography. , 2011, Applied optics.

[12]  Li Zhang,et al.  Effect of the fill factor of CCD pixels on digital holograms: comment on the papers , 2003 .

[13]  Michael Unser,et al.  Artifact-free reconstruction from off-axis digital holograms through nonlinear filtering , 2010, Photonics Europe.

[14]  Etienne Cuche,et al.  Shot-noise influence on the reconstructed phase image signal-to-noise ratio in digital holographic microscopy. , 2006, Applied optics.

[15]  Nasir D. Memon,et al.  Efficient techniques for sensor fingerprint matching in large image and video databases , 2010, Electronic Imaging.

[16]  Bahram Javidi,et al.  Quasi noise-free digital holography , 2016, Light: Science & Applications.

[17]  Ichirou Yamaguchi,et al.  Effects of quantization in phase-shifting digital holography. , 2005, Applied optics.

[18]  Thomas M. Kreis,et al.  Frequency analysis of digital holography with reconstruction by convolution , 2002 .

[19]  Pascal Picart,et al.  Experimental and theoretical investigation of the pixel saturation effect in digital holography. , 2011, Journal of the Optical Society of America. A, Optics, image science, and vision.

[20]  Lu Rong,et al.  Speckle noise suppression in digital holography by angular diversity with phase-only spatial light modulator. , 2013, Optics express.

[21]  Bryan M. Hennelly,et al.  Effect of additive noise on phase measurement in digital holographic microscopy , 2011 .

[22]  Elena Stoykova,et al.  Twin-image problem in digital holography a survey (Invited Paper) , 2014 .

[23]  Miroslav Goljan,et al.  Digital camera identification from sensor pattern noise , 2006, IEEE Transactions on Information Forensics and Security.

[25]  Kouichi Nitta,et al.  Effect of intensity quantization level in parallel phase-shifting digital holography , 2013 .

[27]  Pavel A. Cheremkhin,et al.  Effect of CCD and CMOS fixed pattern noise on digital hologram reconstruction , 2018, OPTO.

[28]  Pavel A. Cheremkhin,et al.  Estimating how the dynamic range and noise of the recording cameras affect the quality of digital holograms , 2013 .

[29]  Pavel A. Cheremkhin,et al.  Improvement of quality of optical reconstruction of digital Fourier holograms displayed on phase-only SLM by its digital preprocessing , 2014, Security and Defence.

[30]  Hui Wang,et al.  The influence of hologram aperture on speckle noise in the reconstructed image of digital holography and its reduction , 2008 .

[31]  Adrian Stern,et al.  Speckle denoising in digital holography by nonlocal means filtering. , 2013, Applied optics.

[32]  Yun Liu,et al.  Adaptive spatial filtering based on region growing for automatic analysis in digital holographic microscopy , 2014 .

[33]  Junichi Nakamura,et al.  Image Sensors and Signal Processing for Digital Still Cameras , 2005 .

[34]  Claas Falldorf,et al.  Digital Holography and Wavefront Sensing , 2015 .

[35]  Pavel A. Cheremkhin,et al.  Comparison of methods of suppression of undesired diffraction orders at numerical reconstruction of digital Fresnel holograms , 2014, Optics & Photonics - Optical Engineering + Applications.

[36]  Pavel A. Cheremkhin,et al.  Method of Improvement of Signal-to-noise Ratio of Registered Shots using Dark and Light Spatial Noise Portraits of Camera\'s Photosensor , 2015 .

[38]  Pascal Picart,et al.  Quantitative appraisal for noise reduction in digital holographic phase imaging. , 2016, Optics express.

[39]  U. Schnars,et al.  Digital Holography: Digital Hologram Recording, Numerical Reconstruction, and Related Techniques , 2004 .

[40]  Pavel A. Cheremkhin,et al.  Demonstration of digital hologram recording and 3D-scenes reconstruction in real-time , 2016, Photonics Europe.

[41]  Hui Meng,et al.  Intrinsic speckle noise in off-axis particle holography. , 2004, Journal of the Optical Society of America. A, Optics, image science, and vision.

[42]  Lu Rong,et al.  Speckle noise reduction in digital holography by use of multiple polarization holograms , 2010 .

[43]  Joseph Rosen Holography, Research and Technologies , 2011 .

[44]  Xiao Wen,et al.  Long-working-distance synthetic aperture Fresnel off-axis digital holography. , 2009, Optics express.

[45]  Pascal Picart,et al.  Nonlinear phenomena in digital holography: the case of pixel saturation , 2012, Other Conferences.

[46]  Michael Atlan,et al.  Digital Holography at Shot Noise Level , 2010, Journal of Display Technology.

[47]  Claas Falldorf,et al.  Digital Holography and Wavefront Sensing: Principles, Techniques and Applications , 2014 .

[48]  E. Cuche,et al.  Spatial filtering for zero-order and twin-image elimination in digital off-axis holography. , 2000, Applied optics.

[49]  L. C. Cui,et al.  Characterization of digital image noise properties based on RAW data , 2006 .

[50]  Pavel A. Cheremkhin,et al.  Increasing signal-to-noise ratio of registered images by using light spatial noise portrait of camera's photosensor , 2013, Electronic Imaging.

[51]  Pavel A. Cheremkhin,et al.  Fast measurement of temporal noise of digital camera's photosensors , 2015, SPIE Security + Defence.

[52]  Binbin Yan,et al.  Speckle noise reduction in digital holography with spatial light modulator and nonlocal means algorithm , 2014 .

[53]  Michael Atlan,et al.  Off-axis digital hologram reconstruction: some practical considerations. , 2011, Applied optics.

[54]  Daniel Claus,et al.  Filtering role of the sensor pixel in Fourier and Fresnel digital holography. , 2013, Applied optics.

[55]  D. V. Kamenev,et al.  Influence of characteristics of the camera used to record digital in-line holograms of particles, on the quality of the reconstructed images , 2013 .

[56]  J. Janesick,et al.  Scientific Charge-Coupled Devices , 2001 .

[57]  Pavel A Cheremkhin,et al.  Quality of reconstruction of compressed off-axis digital holograms by frequency filtering and wavelets. , 2018, Applied optics.

[58]  Ian T. Young,et al.  Fundamentals of Image Processing , 1998 .

[59]  Christian Depeursinge,et al.  Influence of shot noise on phase measurement accuracy in digital holographic microscopy. , 2007, Optics express.

[60]  Thomas M. Kreis,et al.  Frequency analysis of digital holography , 2002 .